Abductive Inference - Computation, Philosophy, Technology (Paperback, Revised)

In informal terms, abductive reasoning involves inferring the best or most plausible explanation from a given set of facts or data. This volume presents new ideas about inferential and information-processing foundations for knowledge and certainty. The authors argue that knowledge arises from experience by processes of abductive inference, in contrast to the view that it arises noninferentially, or that deduction and inductive generalization are enough to account for knowledge. The book tells the story of six generations of increasingly sophisticated generic abduction machines and the discovery of reasoning strategies that make it computationally feasible to form well-justified composite explanatory hypotheses, despite the threat of combinatorial explosion. This book will be of great interest to researchers in AI, cognitive science, and philosophy of science.

General

Imprint:	Cambridge UniversityPress
Country of origin:	United Kingdom
Release date:	August 1996
First published:	1996
Editors:	John R. Josephson • Susan G. Josephson
Dimensions:	227 x 152 x 16mm (L x W x T)
Format:	Paperback - Trade
Pages:	320
Edition:	Revised
ISBN-13:	978-0-521-57545-4
Categories:	Books > Science & Mathematics > Science: general issues > Philosophy of science Books > Humanities > Philosophy > Topics in philosophy > Logic Books > Social sciences > Psychology > Cognition & cognitive psychology > General Books > Computing & IT > Applications of computing > Artificial intelligence > General Books > Philosophy > Topics in philosophy > Logic
LSN:	0-521-57545-1
Barcode:	9780521575454

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